With email accounts flooded and online communities overrun, the spam surge has become a major concern. Users are constantly battling an onslaught of unsolicited messages, extending from annoying advertisements to dangerous phishing attempts. This unwelcome tide of spam poses a significant risk to individuals and businesses alike. Addressing this is